CN112712630A - Examinee identity information inspection system based on face recognition - Google Patents

Examinee identity information inspection system based on face recognition Download PDF

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Publication number
CN112712630A
CN112712630A CN202011618384.5A CN202011618384A CN112712630A CN 112712630 A CN112712630 A CN 112712630A CN 202011618384 A CN202011618384 A CN 202011618384A CN 112712630 A CN112712630 A CN 112712630A
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CN
China
Prior art keywords
examinee
face
module
face image
acquisition module
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Pending
Application number
CN202011618384.5A
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Chinese (zh)
Inventor
柯维海
陈超鸿
冯国梁
梁发盛
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Guangdong Decheng Big Data Technology Co ltd
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Guangdong Decheng Big Data Technology Co ltd
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Priority to CN202011618384.5A priority Critical patent/CN112712630A/en
Publication of CN112712630A publication Critical patent/CN112712630A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00Individual registration on entry or exit
    • G07C9/30Individual registration on entry or exit not involving the use of a pass
    • G07C9/32Individual registration on entry or exit not involving the use of a pass in combination with an identity check
    • G07C9/37Individual registration on entry or exit not involving the use of a pass in combination with an identity check using biometric data, e.g. fingerprints, iris scans or voice recognition
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/74Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G06V10/751Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/161Detection; Localisation; Normalisation
    • G06V40/166Detection; Localisation; Normalisation using acquisition arrangements
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172Classification, e.g. identification
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C1/00Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people
    • G07C1/10Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people together with the recording, indicating or registering of other data, e.g. of signs of identity

Abstract

The invention discloses an examinee identity information inspection system based on face recognition, which comprises an examinee basic information acquisition module, a face image acquisition module, an examinee information storage module, a face comparison module and a result display module; the examinee basic information acquisition module is connected with the examinee information storage module, the examinee information storage module is connected with the face comparison module, and the face comparison module is connected with the result display module; the face image acquisition module is connected with the examinee information storage module and the face comparison module; the invention can automatically compare and match the face image of the examinee collected on site with the face image in the examinee information database, and judge whether the examinee belongs to the examination room, thereby not only greatly improving the entrance efficiency of the examinee and ensuring the identification accuracy of the identity information of the examinee, but also effectively solving the problem that the relevant certificate such as an examinee admission card and the like is lost.

Description

Examinee identity information inspection system based on face recognition
Technical Field
The invention relates to the field of examinee information inspection, in particular to an examinee identity information inspection system based on face recognition.
Background
At present, a large-scale examination generally adopts 'proof and face recognition' as an identity information checking mode for entrance of examinees. However, the examination admission card information and the face of the examinee are manually identified and judged by the invigilator, so that the labor cost is increased, the efficiency of the examinee entering the examination room is influenced, and meanwhile, the accuracy of identification of the identity information of the examinee cannot be ensured by manual judgment under the influence of the subjective thinking of the invigilator. In addition, every year, large-scale examinations all have the situation that examinees are left out of the examination certificates, and the problem is difficult to avoid and always puzzles the technical problems of education departments in various regions.
Therefore, how to let examinees quickly and correctly enter an examination room is a problem to be solved urgently by the current education department.
Disclosure of Invention
The invention aims to provide an examinee identity information inspection system based on face recognition, which is used for solving the problems in the prior art and ensuring that an examinee can quickly and accurately enter an examination room.
In order to achieve the purpose, the invention provides the following scheme: the invention provides an examinee identity information inspection system based on face recognition, which comprises an examinee basic information acquisition module, a face image acquisition module, an examinee information storage module, a face comparison module and a result display module, wherein the face image acquisition module is used for acquiring face images; the examinee basic information acquisition module is connected with the examinee information storage module, the examinee information storage module is connected with the face comparison module, and the face comparison module is connected with the result display module; the face image acquisition module is connected with the examinee information storage module and the face comparison module;
the examinee basic information acquisition module is used for acquiring basic information of an examinee;
the human face image acquisition module is used for acquiring a human face image of the examinee, analyzing the acquired human face image and extracting human face identification data of the examinee;
the examinee information storage module is used for receiving and storing basic information of an examinee and face identification data of the examinee, completing the association between the basic information of the examinee and the face identification data of the examinee and generating an examinee information database;
the face comparison module is used for identifying whether the examinee enters a correct examination room or not;
and the result display module is used for displaying the recognition result of the face comparison module.
Preferably, the basic information of the examinee comprises an examinee name, an examinee gender, an admission card number, an identity card number, an examination room number, a seat number, an examination report and an examination report subject.
Preferably, the test taker information storage module adds the face identification data of the test taker to a different set based on the test room number.
Preferably, the specific method for extracting the face identification data of the examinee by the face image acquisition module comprises the following steps:
the Face image acquisition module accesses the acquired Face image data to a Face detection API (application programming interface) interface of the Face + + platform in an https protocol and post interface request mode and transmits the Face image to the Face + + platform in a binary array form; after receiving the Face image data, the Face + + platform returns the identification data of the Face image to the Face image acquisition module in a json format; and the human face image acquisition module analyzes the received feedback data in the json format and extracts the human face identification data of the examinee.
Preferably, the specific method for identifying whether the examinee enters the correct examination room by the face comparison module comprises the following steps: the face comparison module receives the face identification data acquired and extracted by the face image acquisition module on the examination site, compares and matches the face identification data with the face identification data of all examinees in the examinee information base, judges that the examinee enters a correct examination site if the matching is successful, and judges that the examinee enters an incorrect examination site if the matching is failed.
Preferably, the result display module further displays the basic information of the examinee in the examinee information database when the examinee enters the correct examination room.
The invention discloses the following technical effects:
the examinee identity information inspection system based on face recognition can automatically compare and match the face image of the examinee collected on site with the face image in the examinee information database, judge whether the examinee belongs to the examination room, greatly improve the entrance efficiency of the examinee, ensure the accuracy of the examinee identity information recognition, and effectively solve the problem that the relevant certificates such as the examinee admission card and the like are lost.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings needed to be used in the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings without inventive exercise.
FIG. 1 is a block diagram of an examinee identity information inspection system based on face recognition according to the present invention;
FIG. 2 is a flow chart of the operation of the system for testing the identity information of an examinee based on face recognition in the examination stage of the examinee;
FIG. 3 is a flow chart of the operation of the system for testing the identity information of the examinee based on face recognition when the examinee enters the examination room.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In order to make the aforementioned objects, features and advantages of the present invention comprehensible, embodiments accompanied with figures are described in further detail below.
Referring to fig. 1 to 3, the present embodiment provides an examinee identity information inspection system based on face recognition, which includes an examinee basic information acquisition module, a face image acquisition module, an examinee information storage module, a face comparison module, and a result display module; the examinee basic information acquisition module is connected with the examinee information storage module, the examinee information storage module is connected with the face comparison module, and the face comparison module is connected with the result display module; the face image acquisition module is connected with the examinee information storage module and the face comparison module.
The examinee basic information acquisition module is used for acquiring basic information of examinees, and the basic information of the examinees comprises examinee names, examinee sexuality, admission card numbers, identity card numbers, examination room numbers, seat numbers, examination reporting and examination reporting subjects.
The face image acquisition module is used for acquiring the face image of the examinee, analyzing the acquired face image and extracting the face identification data of the examinee.
The examinee information storage module is used for receiving and storing basic information of the examinee and face identification data of the examinee, completing correlation between the basic information of the examinee and the face identification data of the examinee based on the identity number of the examinee, and generating an examinee information database.
The face comparison module is used for comparing and matching face identification data of examinees acquired and extracted in an examination field with face identification data of all examinees in the examination room in the examinee information database, and identifying whether the examinees belong to the examination room.
The result display module is used for receiving and displaying the recognition result of the face comparison module; if the face comparison module identifies that the examinee belongs to the examination room, basic information of the examinee and the attendance success of the examinee are displayed; and if the face comparison module identifies that the examinee does not belong to the examination room, displaying that the examinee does not belong to the examination room.
The specific working method of the examinee identity information inspection system based on face recognition comprises the following steps:
in the examination room, as shown in fig. 2: the method comprises the following steps that (1) examination staff collect face images of examinees and input basic information of the examinees; the method comprises the following steps: the basic information of the examinee is input through an examinee basic information acquisition module, wherein the basic information comprises an examinee name, examinee gender, examination admission card number, identity card number, examination room number, seat number, examination reporting and examination reporting subjects; the method comprises the steps that a Face image of a test taker is collected through a Face image collecting module, collected Face image data are accessed to a Face detection API (application program interface) of a Face + + platform in an https protocol and post interface request mode, and the Face image is transmitted to the Face + + platform in a binary array mode; after receiving the Face image data, the Face + + platform returns the identification data of the Face image to the Face image acquisition module in a json format; the human face image acquisition module analyzes the received feedback data in the json format and extracts the human face identification data of the examinee; the human face image acquisition module and the examinee basic information acquisition module respectively send the human face identification data of the examinee and the basic information of the examinee to the examinee information storage module, the examinee information storage module completes the association between the basic information of the examinee and the human face identification data of the examinee based on the examinee identity card number, and stores the received human face identification data of the examinee and the basic information of the examinee to generate an examinee information database; the examinee information storage module adds face identification data of examinees to different sets based on the examination room numbers, wherein the face identification data of examinees having the same examination room number are added to the same set.
The examinee enters the examination room stage, as shown in fig. 3: the invigilating teacher collects the face image of the examinee entering the examination room through the face image collection module and inputs the number of the examination room; the Face image acquisition module accesses the acquired Face image data into a Face detection API (application programming interface) interface of the Face + + platform in an https protocol and post interface request mode and transmits the Face image to the Face + + platform in a binary array form; after receiving the Face image data, the Face + + platform returns the identification data of the Face image to the Face image acquisition module in a json format; the human face image acquisition module analyzes the received feedback data in the json format, extracts human face identification data of the examinee and transmits the human face identification data to the human face comparison module; the face comparison module compares and matches face identification data of examinees acquired and extracted in an examination field with face identification data of all examinees in the examination room in the examinee information database, and identifies whether the examinees belong to the examination room: if the matching is successful, the examinee is judged to belong to the examination room, the human face comparison module reads the basic information of the examinee from the examinee information database, the judgment result and the basic information of the examinee are fed back to the result display module, and the result display module displays the basic information of the examinee and the successful sign-in of the examinee; if the matching fails, the examinee is judged not to belong to the examination room, the face comparison module feeds back the judgment result to the result display module, and the result display module displays that the examinee does not belong to the examination room.
In the description of the present invention, it is to be understood that the terms "longitudinal", "lateral", "upper", "lower", "front", "rear", "left", "right", "vertical", "horizontal", "top", "bottom", "inner", "outer", and the like, indicate orientations or positional relationships based on those shown in the drawings, are merely for convenience of description of the present invention, and do not indicate or imply that the referenced devices or elements must have a particular orientation, be constructed and operated in a particular orientation, and thus, are not to be construed as limiting the present invention.
The above-described embodiments are merely illustrative of the preferred embodiments of the present invention, and do not limit the scope of the present invention, and various modifications and improvements of the technical solutions of the present invention can be made by those skilled in the art without departing from the spirit of the present invention, and the technical solutions of the present invention are within the scope of the present invention defined by the claims.

Claims (6)

1. An examinee identity information inspection system based on face recognition is characterized by comprising an examinee basic information acquisition module, a face image acquisition module, an examinee information storage module, a face comparison module and a result display module; the examinee basic information acquisition module is connected with the examinee information storage module, the examinee information storage module is connected with the face comparison module, and the face comparison module is connected with the result display module; the face image acquisition module is connected with the examinee information storage module and the face comparison module;
the examinee basic information acquisition module is used for acquiring basic information of an examinee;
the human face image acquisition module is used for acquiring a human face image of the examinee, analyzing the acquired human face image and extracting human face identification data of the examinee;
the examinee information storage module is used for receiving and storing basic information of an examinee and face identification data of the examinee, completing the association between the basic information of the examinee and the face identification data of the examinee and generating an examinee information database;
the face comparison module is used for identifying whether the examinee enters a correct examination room or not;
and the result display module is used for displaying the recognition result of the face comparison module.
2. The system for examining the identity information of an examinee based on face recognition according to claim 1, wherein the basic information of the examinee comprises the name of the examinee, the sex of the examinee, the number of an examination admission card, the number of an identification card, the number of an examination room, the number of a seat, an examination giving and a subject giving.
3. The system of claim 2, wherein the test taker information storage module adds the test taker's face identification data to a different set based on the test room number.
4. The system for examining the identity information of an examinee based on face recognition according to claim 1, wherein the specific method for extracting the face identification data of the examinee by the face image acquisition module comprises the following steps:
the Face image acquisition module accesses the acquired Face image data to a Face detection API (application programming interface) interface of the Face + + platform in an https protocol and post interface request mode and transmits the Face image to the Face + + platform in a binary array form; after receiving the Face image data, the Face + + platform returns the identification data of the Face image to the Face image acquisition module in a json format; and the human face image acquisition module analyzes the received feedback data in the json format and extracts the human face identification data of the examinee.
5. The system for examining the identity information of an examinee based on face recognition according to claim 3, wherein the specific method for identifying whether the examinee enters the correct examination room by the face comparison module comprises the following steps: the face comparison module receives the face identification data acquired and extracted by the face image acquisition module on the examination site, compares and matches the face identification data with the face identification data of all examinees in the examinee information base, judges that the examinee enters a correct examination site if the matching is successful, and judges that the examinee enters an incorrect examination site if the matching is failed.
6. The system for checking the identity information of the examinee based on the face recognition according to claim 1, wherein the result display module further displays the basic information of the examinee in the examinee information database in case that the examinee enters the correct examination room or not.
CN202011618384.5A 2020-12-31 2020-12-31 Examinee identity information inspection system based on face recognition Pending CN112712630A (en)

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Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103034880A (en) * 2012-12-14 2013-04-10 上海第二工业大学 Examination identity authentication system and identity authentication method based on face recognition
CN108171813A (en) * 2017-12-01 2018-06-15 北京建筑大学 Work attendance method and device based on recognition of face
CN108319921A (en) * 2018-02-06 2018-07-24 高强 It is a kind of that method and system are automatically signing in based on recognition of face
CN109711263A (en) * 2018-11-29 2019-05-03 国政通科技有限公司 Examination system and its processing method
CN109993148A (en) * 2019-04-12 2019-07-09 张绿儿 Recording system is tested in a kind of examination hall based on recognition of face service
CN110263761A (en) * 2019-07-02 2019-09-20 华中科技大学 Portable examination room with testimony of a witness comparing function is registered system and information processing method
CN110569718A (en) * 2019-07-26 2019-12-13 华中科技大学 Examinee identity verification method and device based on certificate

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103034880A (en) * 2012-12-14 2013-04-10 上海第二工业大学 Examination identity authentication system and identity authentication method based on face recognition
CN108171813A (en) * 2017-12-01 2018-06-15 北京建筑大学 Work attendance method and device based on recognition of face
CN108319921A (en) * 2018-02-06 2018-07-24 高强 It is a kind of that method and system are automatically signing in based on recognition of face
CN109711263A (en) * 2018-11-29 2019-05-03 国政通科技有限公司 Examination system and its processing method
CN109993148A (en) * 2019-04-12 2019-07-09 张绿儿 Recording system is tested in a kind of examination hall based on recognition of face service
CN110263761A (en) * 2019-07-02 2019-09-20 华中科技大学 Portable examination room with testimony of a witness comparing function is registered system and information processing method
CN110569718A (en) * 2019-07-26 2019-12-13 华中科技大学 Examinee identity verification method and device based on certificate

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